Transforming Ideas Into Impact Through Intelligent Research
Analyzing User Emotions via Physiology Signals [Data Science and Pattern Recognition, 2017]
Explores how physiological signals such as heart rate and skin response can be analyzed using data-driven techniques to understand and classify user emotions — an early step toward emotion-aware intelligent systems.
A Simple Deep Q-Network Based Feature Selection Method [IEEE APWCS 2023]
Proposes a reinforcement learning approach using Deep Q-Networks for efficient feature selection, improving model performance while reducing computational cost.
PT Sistem Integrasi Medika (SISMEDIKA)
Interim Business Development Manager | Feb 2025 – Present
Analyzes critical factors influencing marketing intelligence success within higher education institutions, offering a structured synthesis of recent academic studies.
Senior Technical Product Manager | Aug 2023 – Present
Leading product strategy and AI-driven healthcare solutions based on user research and Human-AI Interaction.
Digital Transformation Office (DTO) Kemenkes
Product Manager | Oct 2022 – Jul 2023
Led the RegINA biobank system development, driving digital transformation in national health data.
National Yang Ming Chiao Tung University
Doctoral Researcher | Sep 2017 – May 2023
Conducted Human-AI Interaction research across IoT, ML, and context-aware systems.
Teaching Assistant | Feb 2021 – Jun 2022
Supported CS courses, grading, and student guidance across embedded systems and architecture.
We are a multidisciplinary leader in healthcare technology, combining expertise in product management, digital transformation, AI-driven design, and business development. With over a decade of experience across SaaS healthcare systems, human-AI interaction research, machine learning, and large-scale national health projects, we build solutions that enhance clinical workflows and elevate patient outcomes.
Motto: Keep Your Head on The Cloud and Your Feet on The Ground
Our background spans government digital initiatives, global research institutions, and industry collaborations—developing user-centered, data-driven products while driving growth through strategic partnerships and market expansion. We bridge deep technical understanding with real-world healthcare needs to deliver impactful, scalable innovation.
“We believe healthcare technology should empower people—not overwhelm them. Every product we build is guided by clarity, empathy, and purpose.”
